abanoub was living here !

20-test_results.csv

@@ -0,0 +1,21 @@
+,Generated Summary,Actual Summary,Precision,F Score
+0,"A large number of parents are requesting disability certificates for their children after the government revised the disability act and made it mandatory for government hospitals to issue a disability certificate for students. However, many schools and colleges have not issued them as per request. Notably, most of these schools have forged the certificate to ensure that students are categorised under the same category of disability. Most schools, however, have issued a differently abled certificate. Some schools also have been issued with forged certificates to make students more qualified to get admission.","Doctors at various hospitals have claimed that a large number of parents are demanding disability certificates for their children to get admission in schools. They added that in several cases, there is no disability. According to one doctor, parents even say that their child doesn't want to study Science, and request for an appropriate certificate. ",0.2717,0.3378
+1,"Congress has demanded the resignation of Maharashtra's water resources minister Girish Mahajan, who attended the wedding of Dawood Ibrahim's family. The Congress has also demanded his resignation over the incident. ""We need to check why they went there with some inputs,"" said Congress leader Sanjay Nirupam. It added, ""The police should take a look into the matter."" The BJP has alleged that the police went to get some information about Dawd's kin. A CBI probe will also be launched to find the culprits.","As per reports, Maharashtra minister Girish Mahajan, Nashik Mayor Ranjana Bhanasi, Deputy Mayor Prathamesh Gite, and several police officers attended a wedding of underworld don Dawood Ibrahim's relative in the area recently. While this has sparked a controversy, Nashik Police Commissioner Ravindra Singhal has ordered an inquiry against the police officers who attended the event.",0.2326,0.2817
+2,"China has said that there is ?no room for negotiations to resolve the standoff in the Doklam region. China has made it clear that India must withdraw its border-crossing troops from the Donglang area, which is under China's control but claimed by Bhutan. ""India should not regard the situation as the same as or even similar to the previous two standoffs in 2013 and 2014,"" it added.""India will face ?embarrassment? if it does not withdraw troops to its own side,"" the commentary said.","China on Saturday said there is ""no room"" for negotiations to resolve the military face-off and the only solution is the withdrawal of Indian troops from the Doka La region. Adding that the situation could get ""worse"", China's state-run Xinhua News Agency said that India will face ""embarrassment"" if it does not withdraw its border troops to its own side.",0.5116,0.5906
+3,"The Centre on Monday deployed a C-17 Globemaster aircraft to airlift 96,000 litres of fuel to Manipur from Guwahati's Borjhar Air Force station to Imphal. The move comes after Indian Oil Corporation made a formal ""urgent"" request to the IAF, requesting an airlifted, to provide fuel for the fuel. It will also help replenish the stock of food grains and petroleum products, the government's sources added. They added that the aircraft will be equipped with new arms and bullet-proof jackets.","The Indian Air Force (IAF) aircraft on Monday airlifted 96,000 litres of fuel to the crisis-stricken Manipur. As per reports, 70 tonne more petroleum products will be sent soon in the poll-bound state. Since November 1, the United Naga Council has imposed the economic blockade on NH2 (Imphal-Dimapur) and NH37 (Imphal-Jiribam) that serve as lifelines for the landlocked Manipur.",0.3412,0.3893
+4,"The Aam Aadmi Party (AAP) has released a booklet criticising the BJP-ruled MCD for corruption, misgovernance, lack of funds, and a dearth of public services. The booklet, which has been released in support of AAP's 'MCD', has accused the government of being a corrupt, corrupt and mis-handed. It also accuses the party of having a ""crazed system' of corruption and of not having 'missing funds'.","Ahead of the Municipal Corporation of Delhi (MCD) polls, the AAP has released a booklet titled 'MCD: Most Corrupt Department' to slam the BJP's work. The booklet accuses the BJP-ruled MCD of corruption, having ghost employees, pension scam, misgovernance, and having a dearth of funds. Delhi's civic body polls are scheduled to be held on April 23.",0.4559,0.4844
+5,"The University of Mumbai has prepared a notice for more than 1,500 teachers from its affiliated colleges who are yet to start assessment work. The notice will inform the teachers that they are liable for disciplinary action, according to a source. ""If any teacher ... fails to comply with the order of the university ... the employee shall be liable,"" the source added. ?If a teacher is not aware of his duty, he or she should be penalised,? said the official, adding that it will be a warning to teachers who skip assessment.","Mumbai University has asked its colleges to speed up the assessment process by assigning evaluators in proportion to their students. Reportedly, only 28% teachers are evaluating the answer scripts and only 6.5 lakh out of 18 lakh answer sheets have been assessed so far. The on-screen assessment system adopted by the university this year was blamed for the delay.",0.2065,0.2484
+6,"Maharashtra's Devi Ahilya Bai Holker vegetable mandi has been stocked with over a dozen armed guards around a truck to keep the tomatoes safe. The guards are also providing security to the trucks during market hours and during the hours of the day and after a bumper production, the price of tomatoes has increased to reach the cost of ?70,000 kg. It is also worth more than jewellery and electronic gadgets. ?The tomato prices have gone up to over Re 1 per kg since last month.","Tomatoes are reportedly being protected by armed guards in Indore after prices soared due to a shortage. Farmers in Madhya Pradesh had dumped tomatoes on the roads earlier this year after a bumper production brought its price down, which then led to the shortage. Marketplace officials reportedly appointed six armed guards for protecting tomatoes after receiving requests from businessmen.",0.2045,0.2449
+7,"A pilot project has been launched by a startup, Antyodaya Group to use behavioural science to communicate the message of cleanliness to people. The module uses behavioural economics and choice economics to disseminate messages to change the mindset of people towards using toilets. From Mahatma Gandhi, Ambedkar and Bhagat Singh to present-day heroes like Baahubali, a module using behavioural psychology to spread the messages of 'clean' is a cost-effective way of doing it.","With majority of toilets built under Swachh Bharat Abhiyan lying unused, posters depicting characters like Baahubali making their contribution towards cleanliness have been put up to push the campaign at Indian Railways. Railways, with the help of a startup, has also put up hoardings appealing passengers to become like Bhagat Singh, among other national icons by keeping the country clean.",0.2667,0.2963
+8,"Rajasthan Tent Dealers Kiraya Vyavsai Samiti has taken it upon themselves to check and scrutinise the birth certificate of the bride and the groom for child marriage, reports The Times of India. ""If a discrepancy in birth certificates and other decorations are found, we will ask for the certificate from the boy and girl,"" the group added. The group further added that it will look into the matter to ensure that a child married to a minor girl is legal and punishable by law.","Over 45,000 tent vendors from the Rajasthan Tent Dealers Kiraya Vyavsai Samiti have reportedly refused to supply to weddings without verifying the birth certificates of the bride and groom, to protest the custom of child marriage. Further, the association will inform the nearest police station in case there is any discrepancy in the birth certificates. ",0.3929,0.4714
+9,"After his election to the Rajya Sabha in 1969, Pranab Mukherjee was appointed the Minister of State for Revenue and Banking (Independent Charge) during the Emergency in 1974. He was later elected as a Congress leader. In 2016, he became the 13th President of India. Notably, his father had also been the deputy minister of state for banking and was the Finance Minister from the period from 1974 to 1984. According to reports, the politician was also the first woman to hold the office.","A picture gallery shows former President Pranab Mukherjee's journey from being the Minister of State for Revenue and Banking to completing his term as India's President. The gallery also includes a picture of him with former PM Indira Gandhi, during whose tenure he served as the Finance Minister. The last image shows him gesturing after his farewell speech as President.",0.3333,0.3836
+10,"Indian Army's war against obese officers and men in the Army has warned that they would miss out on promotion, foreign postings and career enhancement courses if they failed to undergo a thorough check-up. Notably, senior officers, men and women have been granted powers to carry out random checks during their visits and medically downgrade them after a check up. However, the new policy has not been implemented. It has been also made clear that such people should not be allowed to look out of shape in their uniforms.","In order to check obesity in the force, the Indian Army has warned that out of shape personnel would miss out on promotion, foreign postings and career enhancement courses. As per the new policy, the senior officers have been granted powers to carry out random checks and medically downgrade such people after a thorough check up. ",0.5385,0.6667
+11,"A Ganeshotsav committee in Mumbai has asked the Brihanmumbai Municipal Corporation (BMC to take the process to get permission to setup pandals online. The civic body had made it compulsory for all the mandals to go to ward offices to submit their applications, besides the police, traffic police department and fire departments.    BMC should start accepting applications for single-window clearance in all 24 wards, said Naresh Dahibhavkar, president, BSGSS.","The Brihanmumbai Municipal Corporation (BMC) has denied a Ganesh mandal coordination committee's demand to take the approval process for setting up mandals online. The committee claimed that the single-window clearance system which was introduced in 2015 to improve mandal approval rate was ineffective. Reportedly, it will now meet Mayor Vishwanath Mahadeshwar to demand a better clearance system. ",0.3429,0.3721
+12,"Actor Narani Shastri, who will be playing the role of a mother in Rishton Ka Chakravyuh, feels that television shows focusing on women in the small screen are progressive in many ways. The actor added that people should be more aware of their roles in TV shows. ""People who enjoy watching these super-heroes like Sridevi?s Nagina, Superman and Deadpool are to them. They are also to us to watch their own heroes, and not just as women.""","Television actress Narayani Shastri has said that if audiences saw Sridevi's 'Nagina' several times when it released, then what is the problem with such shows on television. She added, ""People who find the naagin concept regressive, ask them if they watch international shows on vampires."" However, Narayani further said that the quality of such Indian shows can be improved.nn",0.2658,0.3
+13,"The CISF has ended the one-week trial run at Indira Gandhi Airport and passengers will have to get the tags stamped for their luggage. The move is likely to be implemented again after January 26, 2018. ""We aim to introduce it at all the airports to save passenger's time,"" said the director general of the Central Industrial Security Force (CISF). However, no time will be saved for passengers even after stamping of baggage tags, according to reports. In Delhi, over 2,400 flights were covered during the first phase, which was followed by similar trials at other airports.","The IGI Airport in Delhi on Friday reintroduced security stamps for hand luggage, after a week-long trial run failed to save time due to congestion at terminals. CISF Director General OP Singh said, ""In Delhi...in some cases, during random check at boarding gates, few suspicious items were caught."" However, the trial run is expected to return after Republic Day.",0.3,0.3727
+14,"RJD leader Raghav Prasad Singh has said that Nitish Kumar won't complete his tenure as Bihar chief minister post the UP election results. The RJD chief has claimed that JDU's support of Congress-Samajwadi alliance was responsible for the defeat of the SP-Congress alliance in UP. Singh added that ""Nitish will be unable to complete the full-term CM post UP,"" adding that the alliance is divided after the BJP's landslide victory in Uttar Pradesh.","Senior BJP leader Sushil Modi has claimed that Bihar Chief Minister Nitish Kumar will not complete his tenure as the grand alliance of JD(U) and RJD is divided after the BJP's landslide victory in Uttar Pradesh. His remark came after RJD leader Raghuvansh Prasad Singh criticised Nitish stating that by not contesting UP polls, JD(U) had silently supported the BJP.",0.4684,0.5211
+15,"The Danish Agriculture and Food Council has announced the relaunch of a beer recycling project called 'Beercycling pilsner' made using the urine of music lovers. It will be made with urine, which will provide a key ingredient for the production of liquid gold. 'Yellow ale' is a reference to 'pale piss' and 'Pale beer' are the terms of reference'. The 'beercyr' will also include a water-solvent ingredient to be used in brewing.","The Danish Agriculture and Food Council has announced the relaunch of a project that recycles urine to make beer. The plan aims to collect urine from special urinals and storage tanks at a music festival called Roskilde, which will be used to fertilise malting barley. Suggestions for the name of the beer include 'pilsner', 'yellow ale' and 'pale piss'.",0.5342,0.5909
+16,"Albert Einstein was known as a prankster when he was photographed in a photograph published in 1951 by United Press International. The photo, which was signed and dated, was said to be the most recognisable image of the Nobel laureate. However, a signed, cropped version was sold for almost $44,000 last year. Notably, the photo was not signed by Einstein's close friend, Frank Aydelotte, who was a associate of Arthur Sasse. He was pictured wearing a leather jacket.","A signed and dated copy of theoretical physicist Albert Einstein's famous photograph in which he is seen sticking his tongue out is set to be auctioned off. Photographer Arthur Sasse captured the photograph as Einstein departed in the back of car following his 72nd birthday celebrations in 1951. Notably, Einstein had requested for copies of the photograph.",0.3375,0.3913
+17,"Wikileaks founder Julian Assange has opened up about his rumoured relationship with actress Pamela Anderson, saying that he likes her ""attractive"" and an ""impressive figure"". He added that she's an attractive person with a attractive personality and a ""untid at all"" who is psychologically very savvy. ""I like her,"" he added. Assange added, ""She's no idiot,"" and she can't really be squeezed by, you know, a TV executive."" ""Pamela Anderson? She's a very attractive woman, she has a lot of charm,"" said Assange.","WikiLeaks founder Julian Assange, in a recent radio interview, said that he finds actress Pamela Anderson an attractive person. Assange added, ""I like her, she's great. I'm not gonna go into private details."" Reports of the two dating surfaced online when Anderson was spotted visiting Assange in Ecuadorian Embassy, London.",0.2759,0.3453
+18,"Widespread flooding in Gujarat has killed over 200,000 people and paralysed infrastructure, with thousands of flights being evacuated to safer places. The state-run India Meteorological Department said that more than two lakh people have been affected due to the floods and over half of them are being relocated to higher places, including schools, colleges, hospitals and hospitals. Over two-thirds of cotton farmers are still affected by floods, the official said. Around two crore tonnes of water were recovered, while over two million people lost their livelihood.","At least 213 lives have been lost and over 80,000 have been relocated due to floods in Gujarat. As many as 4,000 animals have also been killed in the flood, with an estimate of over a million households and farmlands being affected. PM Narendra Modi recently assured relief operations were being carried out on massive scale in the flood-affected areas.",0.3034,0.3553
+19," Maharashtra CM Devendra Fadnavis on Thursday said that the loan waiver will benefit about 10 lakh more farmers whose loans were restructured in 2014-15 and 2015-16. This will also put an additional burden of up to Rs8,200 crore on the exchequer. ?The loan waivers will be made available to farmers in five-suicide prone districts in Maharashtra and Karnataka, according to the state budget. The government has also given a break for farmers who are not eligible for the benefit.","Maharashtra Chief Minister Devendra Fadnavis on Thursday announced a loan waiver for an additional 10 lakh farmers who had been left out of last month's waiver, which amounted to over ?34,000 crore. This will reportedly add a ?8,000-crore burden on the state. Fadnavis further criticised the Opposition for alleged anomalies in the 2008-2009 loan waiver package. ",0.3614,0.4167

config.json

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+{
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+  "activation_dropout": 0.1,
+  "activation_function": "gelu",
+  "add_bias_logits": false,
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+  "architectures": [
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evaluation_scores.txt

@@ -0,0 +1,148 @@
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+Mean F Measure: 0.4030
+Mean Precision (Rouge1): 0.3472
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+Best 10: 
+F Measure: 0.6667
+Precision: 0.5385
+Actual Summary:
+In order to check obesity in the force, the Indian Army has warned that out of shape personnel would miss out on promotion, foreign postings and career enhancement courses. As per the new policy, the senior officers have been granted powers to carry out random checks and medically downgrade such people after a thorough check up. 
+Generated Summary:
+Indian Army's war against obese officers and men in the Army has warned that they would miss out on promotion, foreign postings and career enhancement courses if they failed to undergo a thorough check-up. Notably, senior officers, men and women have been granted powers to carry out random checks during their visits and medically downgrade them after a check up. However, the new policy has not been implemented. It has been also made clear that such people should not be allowed to look out of shape in their uniforms.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.5909
+Precision: 0.5342
+Actual Summary:
+The Danish Agriculture and Food Council has announced the relaunch of a project that recycles urine to make beer. The plan aims to collect urine from special urinals and storage tanks at a music festival called Roskilde, which will be used to fertilise malting barley. Suggestions for the name of the beer include 'pilsner', 'yellow ale' and 'pale piss'.
+Generated Summary:
+The Danish Agriculture and Food Council has announced the relaunch of a beer recycling project called 'Beercycling pilsner' made using the urine of music lovers. It will be made with urine, which will provide a key ingredient for the production of liquid gold. 'Yellow ale' is a reference to 'pale piss' and 'Pale beer' are the terms of reference'. The 'beercyr' will also include a water-solvent ingredient to be used in brewing.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.5906
+Precision: 0.5116
+Actual Summary:
+China on Saturday said there is "no room" for negotiations to resolve the military face-off and the only solution is the withdrawal of Indian troops from the Doka La region. Adding that the situation could get "worse", China's state-run Xinhua News Agency said that India will face "embarrassment" if it does not withdraw its border troops to its own side.
+Generated Summary:
+China has said that there is ?no room for negotiations to resolve the standoff in the Doklam region. China has made it clear that India must withdraw its border-crossing troops from the Donglang area, which is under China's control but claimed by Bhutan. "India should not regard the situation as the same as or even similar to the previous two standoffs in 2013 and 2014," it added."India will face ?embarrassment? if it does not withdraw troops to its own side," the commentary said.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.5211
+Precision: 0.4684
+Actual Summary:
+Senior BJP leader Sushil Modi has claimed that Bihar Chief Minister Nitish Kumar will not complete his tenure as the grand alliance of JD(U) and RJD is divided after the BJP's landslide victory in Uttar Pradesh. His remark came after RJD leader Raghuvansh Prasad Singh criticised Nitish stating that by not contesting UP polls, JD(U) had silently supported the BJP.
+Generated Summary:
+RJD leader Raghav Prasad Singh has said that Nitish Kumar won't complete his tenure as Bihar chief minister post the UP election results. The RJD chief has claimed that JDU's support of Congress-Samajwadi alliance was responsible for the defeat of the SP-Congress alliance in UP. Singh added that "Nitish will be unable to complete the full-term CM post UP," adding that the alliance is divided after the BJP's landslide victory in Uttar Pradesh.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.4844
+Precision: 0.4559
+Actual Summary:
+Ahead of the Municipal Corporation of Delhi (MCD) polls, the AAP has released a booklet titled 'MCD: Most Corrupt Department' to slam the BJP's work. The booklet accuses the BJP-ruled MCD of corruption, having ghost employees, pension scam, misgovernance, and having a dearth of funds. Delhi's civic body polls are scheduled to be held on April 23.
+Generated Summary:
+The Aam Aadmi Party (AAP) has released a booklet criticising the BJP-ruled MCD for corruption, misgovernance, lack of funds, and a dearth of public services. The booklet, which has been released in support of AAP's 'MCD', has accused the government of being a corrupt, corrupt and mis-handed. It also accuses the party of having a "crazed system' of corruption and of not having 'missing funds'.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.4714
+Precision: 0.3929
+Actual Summary:
+Over 45,000 tent vendors from the Rajasthan Tent Dealers Kiraya Vyavsai Samiti have reportedly refused to supply to weddings without verifying the birth certificates of the bride and groom, to protest the custom of child marriage. Further, the association will inform the nearest police station in case there is any discrepancy in the birth certificates. 
+Generated Summary:
+Rajasthan Tent Dealers Kiraya Vyavsai Samiti has taken it upon themselves to check and scrutinise the birth certificate of the bride and the groom for child marriage, reports The Times of India. "If a discrepancy in birth certificates and other decorations are found, we will ask for the certificate from the boy and girl," the group added. The group further added that it will look into the matter to ensure that a child married to a minor girl is legal and punishable by law.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.4167
+Precision: 0.3614
+Actual Summary:
+Maharashtra Chief Minister Devendra Fadnavis on Thursday announced a loan waiver for an additional 10 lakh farmers who had been left out of last month's waiver, which amounted to over ?34,000 crore. This will reportedly add a ?8,000-crore burden on the state. Fadnavis further criticised the Opposition for alleged anomalies in the 2008-2009 loan waiver package. 
+Generated Summary:
+ Maharashtra CM Devendra Fadnavis on Thursday said that the loan waiver will benefit about 10 lakh more farmers whose loans were restructured in 2014-15 and 2015-16. This will also put an additional burden of up to Rs8,200 crore on the exchequer. ?The loan waivers will be made available to farmers in five-suicide prone districts in Maharashtra and Karnataka, according to the state budget. The government has also given a break for farmers who are not eligible for the benefit.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.3721
+Precision: 0.3429
+Actual Summary:
+The Brihanmumbai Municipal Corporation (BMC) has denied a Ganesh mandal coordination committee's demand to take the approval process for setting up mandals online. The committee claimed that the single-window clearance system which was introduced in 2015 to improve mandal approval rate was ineffective. Reportedly, it will now meet Mayor Vishwanath Mahadeshwar to demand a better clearance system. 
+Generated Summary:
+A Ganeshotsav committee in Mumbai has asked the Brihanmumbai Municipal Corporation (BMC to take the process to get permission to setup pandals online. The civic body had made it compulsory for all the mandals to go to ward offices to submit their applications, besides the police, traffic police department and fire departments.    BMC should start accepting applications for single-window clearance in all 24 wards, said Naresh Dahibhavkar, president, BSGSS.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.3893
+Precision: 0.3412
+Actual Summary:
+The Indian Air Force (IAF) aircraft on Monday airlifted 96,000 litres of fuel to the crisis-stricken Manipur. As per reports, 70 tonne more petroleum products will be sent soon in the poll-bound state. Since November 1, the United Naga Council has imposed the economic blockade on NH2 (Imphal-Dimapur) and NH37 (Imphal-Jiribam) that serve as lifelines for the landlocked Manipur.
+Generated Summary:
+The Centre on Monday deployed a C-17 Globemaster aircraft to airlift 96,000 litres of fuel to Manipur from Guwahati's Borjhar Air Force station to Imphal. The move comes after Indian Oil Corporation made a formal "urgent" request to the IAF, requesting an airlifted, to provide fuel for the fuel. It will also help replenish the stock of food grains and petroleum products, the government's sources added. They added that the aircraft will be equipped with new arms and bullet-proof jackets.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.3913
+Precision: 0.3375
+Actual Summary:
+A signed and dated copy of theoretical physicist Albert Einstein's famous photograph in which he is seen sticking his tongue out is set to be auctioned off. Photographer Arthur Sasse captured the photograph as Einstein departed in the back of car following his 72nd birthday celebrations in 1951. Notably, Einstein had requested for copies of the photograph.
+Generated Summary:
+Albert Einstein was known as a prankster when he was photographed in a photograph published in 1951 by United Press International. The photo, which was signed and dated, was said to be the most recognisable image of the Nobel laureate. However, a signed, cropped version was sold for almost $44,000 last year. Notably, the photo was not signed by Einstein's close friend, Frank Aydelotte, who was a associate of Arthur Sasse. He was pictured wearing a leather jacket.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+
+
+Worst 10: 
+F Measure: 0.2449
+Precision: 0.2045
+Actual Summary: 
+Tomatoes are reportedly being protected by armed guards in Indore after prices soared due to a shortage. Farmers in Madhya Pradesh had dumped tomatoes on the roads earlier this year after a bumper production brought its price down, which then led to the shortage. Marketplace officials reportedly appointed six armed guards for protecting tomatoes after receiving requests from businessmen.
+Generated Summary:
+Maharashtra's Devi Ahilya Bai Holker vegetable mandi has been stocked with over a dozen armed guards around a truck to keep the tomatoes safe. The guards are also providing security to the trucks during market hours and during the hours of the day and after a bumper production, the price of tomatoes has increased to reach the cost of ?70,000 kg. It is also worth more than jewellery and electronic gadgets. ?The tomato prices have gone up to over Re 1 per kg since last month.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.2484
+Precision: 0.2065
+Actual Summary: 
+Mumbai University has asked its colleges to speed up the assessment process by assigning evaluators in proportion to their students. Reportedly, only 28% teachers are evaluating the answer scripts and only 6.5 lakh out of 18 lakh answer sheets have been assessed so far. The on-screen assessment system adopted by the university this year was blamed for the delay.
+Generated Summary:
+The University of Mumbai has prepared a notice for more than 1,500 teachers from its affiliated colleges who are yet to start assessment work. The notice will inform the teachers that they are liable for disciplinary action, according to a source. "If any teacher ... fails to comply with the order of the university ... the employee shall be liable," the source added. ?If a teacher is not aware of his duty, he or she should be penalised,? said the official, adding that it will be a warning to teachers who skip assessment.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.2817
+Precision: 0.2326
+Actual Summary: 
+As per reports, Maharashtra minister Girish Mahajan, Nashik Mayor Ranjana Bhanasi, Deputy Mayor Prathamesh Gite, and several police officers attended a wedding of underworld don Dawood Ibrahim's relative in the area recently. While this has sparked a controversy, Nashik Police Commissioner Ravindra Singhal has ordered an inquiry against the police officers who attended the event.
+Generated Summary:
+Congress has demanded the resignation of Maharashtra's water resources minister Girish Mahajan, who attended the wedding of Dawood Ibrahim's family. The Congress has also demanded his resignation over the incident. "We need to check why they went there with some inputs," said Congress leader Sanjay Nirupam. It added, "The police should take a look into the matter." The BJP has alleged that the police went to get some information about Dawd's kin. A CBI probe will also be launched to find the culprits.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.3
+Precision: 0.2658
+Actual Summary: 
+Television actress Narayani Shastri has said that if audiences saw Sridevi's 'Nagina' several times when it released, then what is the problem with such shows on television. She added, "People who find the naagin concept regressive, ask them if they watch international shows on vampires." However, Narayani further said that the quality of such Indian shows can be improved.nn
+Generated Summary:
+Actor Narani Shastri, who will be playing the role of a mother in Rishton Ka Chakravyuh, feels that television shows focusing on women in the small screen are progressive in many ways. The actor added that people should be more aware of their roles in TV shows. "People who enjoy watching these super-heroes like Sridevi?s Nagina, Superman and Deadpool are to them. They are also to us to watch their own heroes, and not just as women."
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.2963
+Precision: 0.2667
+Actual Summary: 
+With majority of toilets built under Swachh Bharat Abhiyan lying unused, posters depicting characters like Baahubali making their contribution towards cleanliness have been put up to push the campaign at Indian Railways. Railways, with the help of a startup, has also put up hoardings appealing passengers to become like Bhagat Singh, among other national icons by keeping the country clean.
+Generated Summary:
+A pilot project has been launched by a startup, Antyodaya Group to use behavioural science to communicate the message of cleanliness to people. The module uses behavioural economics and choice economics to disseminate messages to change the mindset of people towards using toilets. From Mahatma Gandhi, Ambedkar and Bhagat Singh to present-day heroes like Baahubali, a module using behavioural psychology to spread the messages of 'clean' is a cost-effective way of doing it.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.3378
+Precision: 0.2717
+Actual Summary: 
+Doctors at various hospitals have claimed that a large number of parents are demanding disability certificates for their children to get admission in schools. They added that in several cases, there is no disability. According to one doctor, parents even say that their child doesn't want to study Science, and request for an appropriate certificate. 
+Generated Summary:
+A large number of parents are requesting disability certificates for their children after the government revised the disability act and made it mandatory for government hospitals to issue a disability certificate for students. However, many schools and colleges have not issued them as per request. Notably, most of these schools have forged the certificate to ensure that students are categorised under the same category of disability. Most schools, however, have issued a differently abled certificate. Some schools also have been issued with forged certificates to make students more qualified to get admission.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.3453
+Precision: 0.2759
+Actual Summary: 
+WikiLeaks founder Julian Assange, in a recent radio interview, said that he finds actress Pamela Anderson an attractive person. Assange added, "I like her, she's great. I'm not gonna go into private details." Reports of the two dating surfaced online when Anderson was spotted visiting Assange in Ecuadorian Embassy, London.
+Generated Summary:
+Wikileaks founder Julian Assange has opened up about his rumoured relationship with actress Pamela Anderson, saying that he likes her "attractive" and an "impressive figure". He added that she's an attractive person with a attractive personality and a "untid at all" who is psychologically very savvy. "I like her," he added. Assange added, "She's no idiot," and she can't really be squeezed by, you know, a TV executive." "Pamela Anderson? She's a very attractive woman, she has a lot of charm," said Assange.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.3727
+Precision: 0.3
+Actual Summary: 
+The IGI Airport in Delhi on Friday reintroduced security stamps for hand luggage, after a week-long trial run failed to save time due to congestion at terminals. CISF Director General OP Singh said, "In Delhi...in some cases, during random check at boarding gates, few suspicious items were caught." However, the trial run is expected to return after Republic Day.
+Generated Summary:
+The CISF has ended the one-week trial run at Indira Gandhi Airport and passengers will have to get the tags stamped for their luggage. The move is likely to be implemented again after January 26, 2018. "We aim to introduce it at all the airports to save passenger's time," said the director general of the Central Industrial Security Force (CISF). However, no time will be saved for passengers even after stamping of baggage tags, according to reports. In Delhi, over 2,400 flights were covered during the first phase, which was followed by similar trials at other airports.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.3553
+Precision: 0.3034
+Actual Summary: 
+At least 213 lives have been lost and over 80,000 have been relocated due to floods in Gujarat. As many as 4,000 animals have also been killed in the flood, with an estimate of over a million households and farmlands being affected. PM Narendra Modi recently assured relief operations were being carried out on massive scale in the flood-affected areas.
+Generated Summary:
+Widespread flooding in Gujarat has killed over 200,000 people and paralysed infrastructure, with thousands of flights being evacuated to safer places. The state-run India Meteorological Department said that more than two lakh people have been affected due to the floods and over half of them are being relocated to higher places, including schools, colleges, hospitals and hospitals. Over two-thirds of cotton farmers are still affected by floods, the official said. Around two crore tonnes of water were recovered, while over two million people lost their livelihood.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------
+F Measure: 0.3836
+Precision: 0.3333
+Actual Summary: 
+A picture gallery shows former President Pranab Mukherjee's journey from being the Minister of State for Revenue and Banking to completing his term as India's President. The gallery also includes a picture of him with former PM Indira Gandhi, during whose tenure he served as the Finance Minister. The last image shows him gesturing after his farewell speech as President.
+Generated Summary:
+After his election to the Rajya Sabha in 1969, Pranab Mukherjee was appointed the Minister of State for Revenue and Banking (Independent Charge) during the Emergency in 1974. He was later elected as a Congress leader. In 2016, he became the 13th President of India. Notably, his father had also been the deputy minister of state for banking and was the Finance Minister from the period from 1974 to 1984. According to reports, the politician was also the first woman to hold the office.
+-----------------------------------------------------------------------------------------------------------------------------------------------------------------

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train_results.txt

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